compose
snorkel
DISCONTINUED
Our great sponsors
compose | snorkel | |
---|---|---|
1 | 1 | |
467 | 5,109 | |
1.5% | - | |
5.2 | 6.2 | |
about 1 month ago | almost 2 years ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
compose
-
20+ Free Tools & Resources for Machine Learning
Compose Compose targets labeling raw data, allowing you to set labeling functions for your data in Python in order to make the labeling process easier.
snorkel
-
[P] Programmatic: Powerful Weak Labeling
Code for https://arxiv.org/abs/1605.07723 found: https://github.com/HazyResearch/snorkel
What are some alternatives?
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
DeepLearningKit - Open Source Deep Learning Framework for Apple's iOS, OS X and tvOS -
snorkel - A system for quickly generating training data with weak supervision
Keras - Deep Learning for humans
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
H2O - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
catanatron - Settlers of Catan Bot Simulator and Strong AI Player